Codebook Report

final_data <-read_csv("data_cleaning_files/final_data.csv")

## New names:
## Rows: 23798 Columns: 73
## ── Column specification
## ──────────────────────────────────────────────────────── Delimiter: "," chr
## (2): country, iso3c dbl (71): ...1, serialid, lifesat, natmat, eumat, locmat,
## euvoice, natvoice,...
## ℹ Use `spec()` to retrieve the full column specification for this data. ℹ
## Specify the column types or set `show_col_types = FALSE` to quiet this message.
## • `` -> `...1`

codebook(final_data)

Metadata

Description

Dataset name: final_data

The dataset has N=23798 rows and 73 columns. 14710 rows have no missing values on any column.

Metadata for search engines

• Date published: 2025-03-14

x …1 country iso3c serialid lifesat natmat eumat locmat euvoice natvoice polintr gender community ideo class ethnic skin relig roma sex disab other religion sexdiscr transdiscr interdiscr age_edu_5cat age_edu_11cat age_edu transgender_civil_dc school_div_transgender school_div_sexual_orientation school_div_intersex year gdp edu_exp_pct preprim_exp prim_exp lose_exp upse_exp ter_exp voc_exp psychological.care psychiatric.care breast.augmentation electrolysis…laser.hair.removal facial.feminisation.surgery hrt..oestrogen. hrt..testosterone. hysterectomy mastectomy metoidioplasty orchiectomy ovariectomy..aka.oopherectomy. phalloplasty tracheal.shave vaginoplasty vocal.training nolger exist_lgme exist_adm name_change nar_name_change self_det nb_recog psych_diag med_interven surg_interven steril_req div_req age_restrict lgrp_minors depath

Variables

country

Distribution

Distribution of values for country

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
country	character	0	1	25	0	5	11	0	NA

iso3c

Distribution

Distribution of values for iso3c

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
iso3c	character	0	1	25	0	3	3	0	NA

serialid

Distribution

Distribution of values for serialid

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
serialid	numeric	0	1	1	11900	27438	13187.81	8143.303	▇▇▅▇▆	NA

lifesat

Distribution

Distribution of values for lifesat

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
lifesat	numeric	0	1	1	2	5	1.977099	0.7677942	▃▇▂▁▁	NA

natmat

Distribution

Distribution of values for natmat

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
natmat	numeric	0	1	1	2	4	2.019035	0.6698088	▃▇▁▃▁	NA

eumat

Distribution

Distribution of values for eumat

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
eumat	numeric	0	1	1	2	4	2.194512	0.6626887	▂▇▁▅▁	NA

locmat

Distribution

Distribution of values for locmat

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
locmat	numeric	0	1	1	2	4	2.035507	0.6761348	▃▇▁▃▁	NA

euvoice

Distribution

Distribution of values for euvoice

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
euvoice	numeric	0	1	1	2	6	2.649004	1.262482	▇▃▃▁▁	NA

natvoice

Distribution

Distribution of values for natvoice

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
natvoice	numeric	0	1	1	2	6	2.410539	1.218511	▇▂▂▁▁	NA

polintr

Distribution

Distribution of values for polintr

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
polintr	numeric	0	1	1	2	4	2.351962	0.9527644	▂▇▁▃▃	NA

gender

Distribution

Distribution of values for gender

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
gender	numeric	0	1	1	2	2	1.547357	0.4977627	▆▁▁▁▇	NA

community

Distribution

Distribution of values for community

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
community	numeric	0	1	1	2	8	1.968149	0.7940892	▇▃▁▁▁	NA

ideo

Distribution

Distribution of values for ideo

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
ideo	numeric	0	1	1	6	98	21.80297	35.36424	▇▁▁▁▂	NA

class

Distribution

Distribution of values for class

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
class	numeric	0	1	1	3	9	2.606732	1.459291	▆▇▁▁▁	NA

ethnic

Distribution

Distribution of values for ethnic

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
ethnic	numeric	0	1	0	0	1	0.0306748	0.1724388	▇▁▁▁▁	NA

skin

Distribution

Distribution of values for skin

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
skin	numeric	0	1	0	0	1	0.0187831	0.135761	▇▁▁▁▁	NA

relig

Distribution

Distribution of values for relig

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
relig	numeric	0	1	0	0	1	0.0378183	0.1907606	▇▁▁▁▁	NA

roma

Distribution

Distribution of values for roma

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
roma	numeric	0	1	0	0	1	0.0157996	0.1247023	▇▁▁▁▁	NA

sex

Distribution

Distribution of values for sex

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
sex	numeric	0	1	0	0	1	0.0166821	0.1280799	▇▁▁▁▁	NA

disab

Distribution

Distribution of values for disab

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
disab	numeric	0	1	0	0	1	0.0254223	0.1574073	▇▁▁▁▁	NA

other

Distribution

Distribution of values for other

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
other	numeric	0	1	0	0	1	0.0158837	0.1250282	▇▁▁▁▁	NA

religion

Distribution

Distribution of values for religion

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
religion	numeric	0	1	1	2	16	4.758299	5.080491	▇▁▁▂▁	NA

sexdiscr

Distribution

Distribution of values for sexdiscr

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
sexdiscr	numeric	0	1	1	3	6	2.799101	1.320487	▇▅▂▁▁	NA

transdiscr

Distribution

Distribution of values for transdiscr

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
transdiscr	numeric	0	1	1	3	6	3.140894	1.587532	▇▅▃▁▃	NA

interdiscr

Distribution

Distribution of values for interdiscr

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
interdiscr	numeric	0	1	1	3	6	3.398731	1.62741	▇▆▅▁▅	NA

age_edu_5cat

Distribution

Distribution of values for age_edu_5cat

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
age_edu_5cat	numeric	0	1	1	6	98	7.551769	11.64023	▇▁▁▁▁	NA

age_edu_11cat

Distribution

Distribution of values for age_edu_11cat

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
age_edu_11cat	numeric	0	1	1	2	8	2.472561	1.063073	▇▅▁▁▁	NA

age_edu

Distribution

Distribution of values for age_edu

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
age_edu	numeric	0	1	0	19	99	26.4205	22.37572	▇▅▁▁▁	NA

transgender_civil_dc

Distribution

Distribution of values for transgender_civil_dc

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
transgender_civil_dc	numeric	0	1	1	1	3	1.590218	0.6883552	▇▁▆▁▂	NA

school_div_transgender

Distribution

Distribution of values for school_div_transgender

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
school_div_transgender	numeric	0	1	1	2	5	2.35087	1.224002	▇▇▅▃▂	NA

school_div_sexual_orientation

Distribution

Distribution of values for school_div_sexual_orientation

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
school_div_sexual_orientation	numeric	0	1	1	2	5	2.235692	1.186536	▇▇▃▃▁	NA

school_div_intersex

Distribution

Distribution of values for school_div_intersex

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
school_div_intersex	numeric	0	1	1	2	5	2.365913	1.238497	▇▇▅▃▂	NA

year

Distribution

Distribution of values for year

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
year	numeric	0	1	2019	2019	2019	2019	0	▁▁▇▁▁	NA

gdp

Distribution

Distribution of values for gdp

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
gdp	numeric	0	1	1.6e+10	2.6e+11	2.7e+12	497636614260	660731300311	▇▁▁▁▁	NA

edu_exp_pct

Distribution

Distribution of values for edu_exp_pct

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
edu_exp_pct	numeric	0	1	3.3	4.6	7.6	4.840799	1.109748	▆▇▅▂▂	NA

preprim_exp

Distribution

Distribution of values for preprim_exp

3006 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
preprim_exp	numeric	3006	0.8736869	87	94	100	93.33474	3.235861	▅▂▇▇▂	NA

prim_exp

Distribution

Distribution of values for prim_exp

997 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
prim_exp	numeric	997	0.9581057	83	93	100	92.49732	4.245211	▂▃▃▇▅	NA

lose_exp

Distribution

Distribution of values for lose_exp

997 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
lose_exp	numeric	997	0.9581057	83	94	98	92.67685	4.143014	▂▃▂▇▇	NA

upse_exp

Distribution

Distribution of values for upse_exp

997 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
upse_exp	numeric	997	0.9581057	81	94	98	92.95559	3.88655	▁▁▅▆▇	NA

ter_exp

Distribution

Distribution of values for ter_exp

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
ter_exp	numeric	0	1	80	94	99	93.36718	3.869104	▁▁▃▇▇	NA

voc_exp

Distribution

Distribution of values for voc_exp

6082 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
voc_exp	numeric	6082	0.7444323	0	91	100	74.38538	37.43963	▂▁▁▁▇	NA

psychological.care

Distribution

Distribution of values for psychological.care

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
psychological.care	numeric	0	1	1	1	2	1.043155	0.2032099	▇▁▁▁▁	NA

psychiatric.care

Distribution

Distribution of values for psychiatric.care

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
psychiatric.care	numeric	0	1	1	1	2	1.043155	0.2032099	▇▁▁▁▁	NA

breast.augmentation

Distribution

Distribution of values for breast.augmentation

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
breast.augmentation	numeric	0	1	1	1	3	1.213631	0.4585568	▇▁▂▁▁	NA

electrolysis…laser.hair.removal

Distribution

Distribution of values for electrolysis…laser.hair.removal

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
electrolysis…laser.hair.removal	numeric	0	1	1	1	3	1.426716	0.6768398	▇▁▂▁▁	NA

facial.feminisation.surgery

Distribution

Distribution of values for facial.feminisation.surgery

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
facial.feminisation.surgery	numeric	0	1	1	2	3	1.744348	0.7572711	▇▁▆▁▃	NA

hrt..oestrogen.

Distribution

Distribution of values for hrt..oestrogen.

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
hrt..oestrogen.	numeric	0	1	1	1	2	1.129212	0.3354421	▇▁▁▁▁	NA

hrt..testosterone.

Distribution

Distribution of values for hrt..testosterone.

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
hrt..testosterone.	numeric	0	1	1	1	2	1.085469	0.2795848	▇▁▁▁▁	NA

hysterectomy

Distribution

Distribution of values for hysterectomy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
hysterectomy	numeric	0	1	1	1	3	1.279057	0.4943596	▇▁▂▁▁	NA

mastectomy

Distribution

Distribution of values for mastectomy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
mastectomy	numeric	0	1	1	1	3	1.34234	0.5180265	▇▁▃▁▁	NA

metoidioplasty

Distribution

Distribution of values for metoidioplasty

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
metoidioplasty	numeric	0	1	1	2	3	1.725019	0.643969	▆▁▇▁▂	NA

orchiectomy

Distribution

Distribution of values for orchiectomy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
orchiectomy	numeric	0	1	1	1	3	1.489957	0.6484099	▇▁▅▁▁	NA

ovariectomy..aka.oopherectomy.

Distribution

Distribution of values for ovariectomy..aka.oopherectomy.

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
ovariectomy..aka.oopherectomy.	numeric	0	1	1	1	3	1.404404	0.5702349	▇▁▅▁▁	NA

phalloplasty

Distribution

Distribution of values for phalloplasty

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
phalloplasty	numeric	0	1	1	2	3	1.553156	0.5388725	▇▁▇▁▁	NA

tracheal.shave

Distribution

Distribution of values for tracheal.shave

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tracheal.shave	numeric	0	1	1	1	3	1.492184	0.7124219	▇▁▃▁▂	NA

vaginoplasty

Distribution

Distribution of values for vaginoplasty

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
vaginoplasty	numeric	0	1	1	1	3	1.510967	0.5413769	▇▁▇▁▁	NA

vocal.training

Distribution

Distribution of values for vocal.training

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
vocal.training	numeric	0	1	1	1	3	1.342088	0.6625448	▇▁▂▁▁	NA

nolger

Distribution

Distribution of values for nolger

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
nolger	numeric	0	1	0	1	1	0.9134801	0.2811361	▁▁▁▁▇	NA

exist_lgme

Distribution

Distribution of values for exist_lgme

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
exist_lgme	numeric	0	1	0	1	1	0.7646861	0.4242038	▂▁▁▁▇	NA

exist_adm

Distribution

Distribution of values for exist_adm

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
exist_adm	numeric	0	1	0	1	1	0.8274225	0.3778896	▂▁▁▁▇	NA

name_change

Distribution

Distribution of values for name_change

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
name_change	numeric	0	1	0	1	1	0.7856963	0.4103471	▂▁▁▁▇	NA

nar_name_change

Distribution

Distribution of values for nar_name_change

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
nar_name_change	numeric	0	1	0	1	1	0.508362	0.4999406	▇▁▁▁▇	NA

self_det

Distribution

Distribution of values for self_det

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
self_det	numeric	0	1	0	0	1	0.2968317	0.4568713	▇▁▁▁▃	NA

nb_recog

Distribution

Distribution of values for nb_recog

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
nb_recog	numeric	0	1	0	0	0	0	0	▁▁▇▁▁	NA

psych_diag

Distribution

Distribution of values for psych_diag

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
psych_diag	numeric	0	1	0	0	1	0.3818388	0.4858476	▇▁▁▁▅	NA

med_interven

Distribution

Distribution of values for med_interven

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
med_interven	numeric	0	1	0	0	1	0.4676023	0.4989598	▇▁▁▁▇	NA

surg_interven

Distribution

Distribution of values for surg_interven

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
surg_interven	numeric	0	1	0	1	1	0.7639297	0.4246748	▂▁▁▁▇	NA

steril_req

Distribution

Distribution of values for steril_req

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
steril_req	numeric	0	1	0	1	1	0.7639297	0.4246748	▂▁▁▁▇	NA

div_req

Distribution

Distribution of values for div_req

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
div_req	numeric	0	1	0	1	1	0.5944617	0.4910062	▆▁▁▁▇	NA

age_restrict

Distribution

Distribution of values for age_restrict

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
age_restrict	numeric	0	1	0	0	1	0.2130431	0.4094665	▇▁▁▁▂	NA

lgrp_minors

Distribution

Distribution of values for lgrp_minors

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
lgrp_minors	numeric	0	1	0	1	1	0.5100849	0.4999088	▇▁▁▁▇	NA

depath

Distribution

Distribution of values for depath

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
depath	numeric	0	1	0	0	1	0.0208001	0.1427175	▇▁▁▁▁	NA

Missingness report

Codebook table

JSON-LD metadata

The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "name": "final_data",
  "datePublished": "2025-03-14",
  "description": "The dataset has N=23798 rows and 73 columns.\n14710 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.6).",
  "keywords": ["...1", "country", "iso3c", "serialid", "lifesat", "natmat", "eumat", "locmat", "euvoice", "natvoice", "polintr", "gender", "community", "ideo", "class", "ethnic", "skin", "relig", "roma", "sex", "disab", "other", "religion", "sexdiscr", "transdiscr", "interdiscr", "age_edu_5cat", "age_edu_11cat", "age_edu", "transgender_civil_dc", "school_div_transgender", "school_div_sexual_orientation", "school_div_intersex", "year", "gdp", "edu_exp_pct", "preprim_exp", "prim_exp", "lose_exp", "upse_exp", "ter_exp", "voc_exp", "psychological.care", "psychiatric.care", "breast.augmentation", "electrolysis...laser.hair.removal", "facial.feminisation.surgery", "hrt..oestrogen.", "hrt..testosterone.", "hysterectomy", "mastectomy", "metoidioplasty", "orchiectomy", "ovariectomy..aka.oopherectomy.", "phalloplasty", "tracheal.shave", "vaginoplasty", "vocal.training", "nolger", "exist_lgme", "exist_adm", "name_change", "nar_name_change", "self_det", "nb_recog", "psych_diag", "med_interven", "surg_interven", "steril_req", "div_req", "age_restrict", "lgrp_minors", "depath"],
  "@context": "https://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "...1",
      "@type": "propertyValue"
    },
    {
      "name": "country",
      "@type": "propertyValue"
    },
    {
      "name": "iso3c",
      "@type": "propertyValue"
    },
    {
      "name": "serialid",
      "@type": "propertyValue"
    },
    {
      "name": "lifesat",
      "@type": "propertyValue"
    },
    {
      "name": "natmat",
      "@type": "propertyValue"
    },
    {
      "name": "eumat",
      "@type": "propertyValue"
    },
    {
      "name": "locmat",
      "@type": "propertyValue"
    },
    {
      "name": "euvoice",
      "@type": "propertyValue"
    },
    {
      "name": "natvoice",
      "@type": "propertyValue"
    },
    {
      "name": "polintr",
      "@type": "propertyValue"
    },
    {
      "name": "gender",
      "@type": "propertyValue"
    },
    {
      "name": "community",
      "@type": "propertyValue"
    },
    {
      "name": "ideo",
      "@type": "propertyValue"
    },
    {
      "name": "class",
      "@type": "propertyValue"
    },
    {
      "name": "ethnic",
      "@type": "propertyValue"
    },
    {
      "name": "skin",
      "@type": "propertyValue"
    },
    {
      "name": "relig",
      "@type": "propertyValue"
    },
    {
      "name": "roma",
      "@type": "propertyValue"
    },
    {
      "name": "sex",
      "@type": "propertyValue"
    },
    {
      "name": "disab",
      "@type": "propertyValue"
    },
    {
      "name": "other",
      "@type": "propertyValue"
    },
    {
      "name": "religion",
      "@type": "propertyValue"
    },
    {
      "name": "sexdiscr",
      "@type": "propertyValue"
    },
    {
      "name": "transdiscr",
      "@type": "propertyValue"
    },
    {
      "name": "interdiscr",
      "@type": "propertyValue"
    },
    {
      "name": "age_edu_5cat",
      "@type": "propertyValue"
    },
    {
      "name": "age_edu_11cat",
      "@type": "propertyValue"
    },
    {
      "name": "age_edu",
      "@type": "propertyValue"
    },
    {
      "name": "transgender_civil_dc",
      "@type": "propertyValue"
    },
    {
      "name": "school_div_transgender",
      "@type": "propertyValue"
    },
    {
      "name": "school_div_sexual_orientation",
      "@type": "propertyValue"
    },
    {
      "name": "school_div_intersex",
      "@type": "propertyValue"
    },
    {
      "name": "year",
      "@type": "propertyValue"
    },
    {
      "name": "gdp",
      "@type": "propertyValue"
    },
    {
      "name": "edu_exp_pct",
      "@type": "propertyValue"
    },
    {
      "name": "preprim_exp",
      "@type": "propertyValue"
    },
    {
      "name": "prim_exp",
      "@type": "propertyValue"
    },
    {
      "name": "lose_exp",
      "@type": "propertyValue"
    },
    {
      "name": "upse_exp",
      "@type": "propertyValue"
    },
    {
      "name": "ter_exp",
      "@type": "propertyValue"
    },
    {
      "name": "voc_exp",
      "@type": "propertyValue"
    },
    {
      "name": "psychological.care",
      "@type": "propertyValue"
    },
    {
      "name": "psychiatric.care",
      "@type": "propertyValue"
    },
    {
      "name": "breast.augmentation",
      "@type": "propertyValue"
    },
    {
      "name": "electrolysis...laser.hair.removal",
      "@type": "propertyValue"
    },
    {
      "name": "facial.feminisation.surgery",
      "@type": "propertyValue"
    },
    {
      "name": "hrt..oestrogen.",
      "@type": "propertyValue"
    },
    {
      "name": "hrt..testosterone.",
      "@type": "propertyValue"
    },
    {
      "name": "hysterectomy",
      "@type": "propertyValue"
    },
    {
      "name": "mastectomy",
      "@type": "propertyValue"
    },
    {
      "name": "metoidioplasty",
      "@type": "propertyValue"
    },
    {
      "name": "orchiectomy",
      "@type": "propertyValue"
    },
    {
      "name": "ovariectomy..aka.oopherectomy.",
      "@type": "propertyValue"
    },
    {
      "name": "phalloplasty",
      "@type": "propertyValue"
    },
    {
      "name": "tracheal.shave",
      "@type": "propertyValue"
    },
    {
      "name": "vaginoplasty",
      "@type": "propertyValue"
    },
    {
      "name": "vocal.training",
      "@type": "propertyValue"
    },
    {
      "name": "nolger",
      "@type": "propertyValue"
    },
    {
      "name": "exist_lgme",
      "@type": "propertyValue"
    },
    {
      "name": "exist_adm",
      "@type": "propertyValue"
    },
    {
      "name": "name_change",
      "@type": "propertyValue"
    },
    {
      "name": "nar_name_change",
      "@type": "propertyValue"
    },
    {
      "name": "self_det",
      "@type": "propertyValue"
    },
    {
      "name": "nb_recog",
      "@type": "propertyValue"
    },
    {
      "name": "psych_diag",
      "@type": "propertyValue"
    },
    {
      "name": "med_interven",
      "@type": "propertyValue"
    },
    {
      "name": "surg_interven",
      "@type": "propertyValue"
    },
    {
      "name": "steril_req",
      "@type": "propertyValue"
    },
    {
      "name": "div_req",
      "@type": "propertyValue"
    },
    {
      "name": "age_restrict",
      "@type": "propertyValue"
    },
    {
      "name": "lgrp_minors",
      "@type": "propertyValue"
    },
    {
      "name": "depath",
      "@type": "propertyValue"
    }
  ]
}`